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AI Visibility Scorecard
Modern Method Roofing | Napa, CA
modernmethodroofing.com · Finance & Insurance
Somewhat visible. AI bots can read Modern Method Roofing | Napa, CA, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#133,468 of 888,750 in Finance & Insurance for AI visibility
5.6
/10
AEO Score
About Modern Method Roofing | Napa, CA
from our crawl and measurement
Modern Method Roofing is a Napa, CA business whose own site puts it this way: "Our Napa roofers have been in business for over 63 years. Proudly Provide Roof Replacement and Repairs in Napa, CA. Call us today at (707) 255-8090." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.6 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList) and a readable heading structure. It is missing an llms.txt file and a sitemap.
By its own structured data it is a roofing business.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
8
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
1
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions found yet.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 5.6/10, Modern Method Roofing | Napa, CA has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Modern Method Roofing | Napa, CA
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/modernmethodroofing
Cite this score: Engagemii (2026). "AEO Score for Modern Method Roofing | Napa, CA." Retrieved from https://engagemii.com/aeo/brands/modernmethodroofing
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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